Gated Recurrent Unit (GRU): GRU [1]} is another version of recurrent neural network, but has fewer parameters than LSTM. It has also been widely used for stock prediction [2]}, [3]}. This GRU baseline is same as the encoder network in our framework, but our method incorporates other components and training strategies instead of directly predicting the returns.
